텍스트 마이닝을 통한 ESG 연구동향 분석

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1. 정무권, "ESG 활동의 효과와 기업의 재무적 특성", 한국증권학회지, 49(5), pp.681~707 (2020), 한국증권학회[DOI]
2. 권혜진, "텍스트 마이닝 기법을 통한 숙박공유서비스에어비앤비(Airbnb)에 대한 탐색적 연구", Culinary Science & Hospitality Research, 26(8), pp.143~153 (2020), (사)한국조리학회[DOI]
3. 김범석, "기업의 ESG 노력과 재무성과의 선후행 관계: 탐색적 연구", 한국생산관리학회지, 27(4), pp.513~538 (2016), 한국생산관리학회[DOI]
4. 김영욱, "사회적 기업의 파트너십이 기업성과에 미치는 영향", 산업관계연구, 22(4), pp.65~92 (2012), 한국고용노사관계학회
5. 나진성, "ESG 경영시대의 공급망 관리 분야 과제: 텍스트 분석을 활용하여", 한국산업정보학회논문지, 27(5), pp.145~156 (2022), 한국산업정보학회
6. 박수빈, "텍스트 마이닝을 활용한 금융업 세부 업종간 ESG 보고서 비교 분석", 국가정책연구, 36(1), pp.31~56 (2022), 국가정책연구소[DOI]
7. 박영욱, "DMR(Dirichlet Multinomial Regression) 토픽모델링을 이용한 온라인 리뷰 빅데이터 기반 고객감성 분석에 관한 연구: 국내 5성급 호텔의 외국인 이용객 리뷰를 중심으로", 호텔경영학연구, 30(2), pp.1~20 (2021), 한국호텔외식관광경영학회
8. 박영주, "넷플릭스의 ESG 경영 전략 분석", 2021년 한국서비스경영학회 학술대회발표대회 논문집, pp.87~87 (2021)
9. 박윤나, "기업의 ESG 활동이 기업 이미지, 지각된 가격 공정성 및 소비자 반응에 미치는 영향", 경영학연구, 50(3), pp.643~664 (2021), 한국경영학회[DOI]
10. 박자현, "토픽모델링을 활용한 국내 문헌정보학 연구동향 분석", 정보관리학회지, 30(1), pp.7~32 (2013), 한국정보관리학회[DOI]
11. 박준석, "텍스트마이닝과 소셜네트워크분석 기법을 활용한 호텔분야 연구동향 분석", 관광레저연구, 28(9), pp.209~226 (2016), (사)한국관광레저학회
12. 박준형, "국내 기록관리학 연구동향 분석을 위한 토픽모델링 기법 비교 - LDA와 HDP를 중심으로 -", 한국도서관·정보학회지, 48(4), pp.235~258 (2017), 한국도서관·정보학회[DOI]
13. 백상미, "ESG 등급이 이익의 가치관련성에 미치는 영향", 기업경영연구, 29(3), pp.125~145 (2022), 한국기업경영학회
14. 서용구, "유통산업의 ESG 전략과 사례: 월마트, 아마존, 이마트, 쿠팡을 중심으로", 유통연구, 27(2), pp.77~99 (2022), 한국유통학회
15. 선은정, "방어적·전략적 사회적책임활동과 기업의 재무적 특성변수와의 관계 분석", 기업경영연구, 26(2), pp.81~100 (2019), 한국기업경영학회
16. 양진수, "기업의 ESG 경영수준이 기업가치 변동에 미치는 영향: 코로나19 대유행 기간의 유가증권시장을 중심으로", 경영교육연구, 37(3), pp.327~349 (2022), 한국경영교육학회[DOI]
17. 오상희, "ESG 평가요소와 기업가치의 관계에 관한 연구", 전산회계연구, 17(2), pp.205~223 (2019), 한국전산회계학회[DOI]
18. 이용규, "표준화를 통한 ESG의 신뢰성 향상 방안", 국가정책연구, 35(4), pp.37~64 (2021), 국가정책연구소[DOI]
19. 이종호, "LDA알고리즘을 활용한태양광 에너지 기술 특허 및 논문 동향 연구", 디지털융복합연구, 15(9), pp.231~239 (2017), 한국디지털정책학회[DOI]
20. 임욱빈, "비재무적 정보가 기업성과에 미치는 영향 : ESG 점수를 중심으로", 국제회계연구, (86), pp.119~144 (2019), 한국국제회계학회[DOI]
21. 장석인, "사회혁신기업의 ESG에 관한 연구", 기업경영리뷰, 13(1), pp.311~329 (2022), KNU 기업경영연구소
22. 황재호, "빅데이터를 활용한 ESG의 키워드 연구", 기업경영연구, 29(2), pp.111~136 (2022), 한국기업경영학회
23. Alda, M., "The environmental, social, and governance(ESG)dimension of firms in which social responsible investment(SRI)and conventional pension funds invest : The mainstream SRI and the ESG inclusion", Journal of Cleaner Production, 298, pp.126812~ (2021)
24. Asl, M. G., "Carbon market and the conventional and Islamic equity markets: Where lays the environmental cleanliness of their utilities, energy, and ESG sectoral stocks?", Journal of Cleaner Production, 351, pp.131523~ (2022)
25. Azadi, M., "Future of battery metals supply", Resources, Conservation and Recycling, 182, pp.106283~ (2022)
26. Bai, X., "Research topics and trends in the maritime transport : A structural topic model", Transport Policy, 102, pp.11~24 (2021)
27. Baraibar-Diez, E., "CSR committees and their effect on ESG performance in UK, France, Germany, and Spain", Sustainability, 11(18), pp.5077~ (2019)
28. Beretta, V., "A tone analysis of the non-financial disclosure in the automotive industry", Sustainability, 13(4), pp.2132~ (2021)
29. Bernardelli, M., "Does Fossil Fuel Financing Affect Banks’ ESG Ratings", ENERGIES, 15(4), pp.1495~ (2022)
30. Birindelli, G., "Composition and activity of the board of directors : Impact on ESG performance in the banking system", Sustainability, 10(12), pp.4699~ (2018)
31. Boje, D. M., "Effects of organizational strategies and contextual constraints on centrality and attributions of influence in interorganizational networks", Administrative science quarterly, pp.378~395 (1981)
32. Borgatti, S. P., "Centrality and network flow", Social networks, 27(1), pp.55~71 (2005)
33. Borgatti, S. P., "Ucinet for Windows: Software for social network analysis", analytic technologies, 6, 12~15 (2002)
34. Brounen, D., "Pricing ESG equity ratings and underlying data in listed real estate securities", Sustainability, 13(4), pp.2037~ (2021)
35. Bruno, M., "An overview of the European policies on ESG in the banking sector", Sustainability, 13(22), pp.12641~ (2021)
36. Budsaratragoon, P., "Corporate Sustainability and Stock Value in Asian–Pacific Emerging Markets : Synergies or Tradeoffs among ESG Factors", Sustainability, 13(11), pp.6458~ (2021)
37. Cardoni, A., "Evaluating the intra-industry comparability of sustainability reports : The Case of the oil and gas industry", Sustainability, 11(4), pp.1093~ (2019)
38. Chaudhry, S. M., "Carbon neutrality : The role of banks in optimal environmental management strategies", JOURNAL OF ENVIRONMENTAL MANAGEMENT, 299, pp.113545~ (2021)
39. Chen, X., "Mapping the research trends by co-word analysis based on keywords from funded project", Procedia computer science, 91, pp.547~555 (2016)
40. Chen, X., "Attention to climate change and downside risk: Evidence from China", Risk Analysis (2022)
41. Chen, Z., "Can green credit policy promote low-carbon technology innovation", Journal of Cleaner Production, 359, pp.132061~ (2022)
42. Coluccia, D., "The presence of female directors on boards. An empirical investigation about its effects on CSR", Advances in Gender and Cultural Research in Business and Economics: 4th IPAZIA Workshop on Gender Issues 2018, pp.151~165 (2018), Springer International Publishing
43. Crespi, F., "The determinants of ESG rating in the financial industry : the same old story or a different tale", Sustainability, 12(16), pp.6398~ (2020)
44. Crosbie-Burnett, M., "The centrality of the step relationship: A challenge to family theory and practice", Family Relations, pp.459~463 (1984)
45. Del Giudice, A., "Does audit improve the quality of ESG scores? Evidence from corporate misconduct", Sustainability, 12(14), pp.5670~ (2020)
46. Diez-Cañamero, B., "Measurement of corporate social responsibility : A review of corporate sustainability indexes, rankings and ratings", Sustainability, 12(5), pp.2153~ (2020)
47. Eck, N. J. V., "How to normalize cooccurrence data? An analysis of some wellknown similarity measures", Journal of the American society for information science and technology, 60(8), pp.1635~1651 (2009)
48. Escrig-Olmedo, E., "Rating the raters : Evaluating how ESG rating agencies integrate sustainability principles", Sustainability, 11(3), pp.915~ (2019)
49. Feng, J., "ESG rating and stock price crash risk : Evidence from China", Finance Research Letters, 46, pp.102476~ (2022)
50. Forsé, M., "Introducing social networks", Introducing Social Networks, pp.1~256 (1999)
51. Freeman, L. C., "Centrality in social networks conceptual clarification", Social networks, 1(3), pp.215~239 (1979)
52. Freeman, L. C., "Graphic Techniques for Exploring Social", Models and methods in social network analysis, 28, pp.248~ (2005)
53. García, F., "Selecting socially responsible portfolios : A fuzzy multicriteria approach", Sustainability, 11(9), pp.2496~ (2019)
54. Govindan, K., "Drivers and value-relevance of CSR performance in the logistics sector : A cross-country firm-level investigation", INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 231, pp.107835~ (2021)
55. Gualandris, J., "The association between supply chain structure and transparency : A large-scale empirical study", JOURNAL OF OPERATIONS MANAGEMENT, 67(7), pp.803~827 (2021)
56. Hackman, J. D., "Power and centrality in the allocation of resources in colleges and universities", Administrative science quarterly, pp.61~77 (1985)
57. Hai, M., "Does Business Group’s Conscious of Social Responsibility Enhance its Investment Efficiency? Evidence from ESG Disclosure of China’s Listed Companies", Sustainability, 14(8), pp.4817~ (2022)
58. Harymawan, I., "Financially distressed firms : Environmental, social, and governance reporting in Indonesia", Sustainability, 13(18), pp.10156~ (2021)
59. Hu, J., "Research patterns and trends of Recommendation System in China using co-word analysis", Information Processing &Management, 51(4), pp.329~339 (2015)
60. Jang, G. -Y., "ESG scores and the credit market", Sustainability, 12(8), pp.3456~ (2020)
61. Jiang, H., "A topic modeling based bibliometric exploration of hydropower research", Renewable and Sustainable Energy Reviews, 57, pp.226~237 (2016)
62. Jo, D., "Structure of Green Supply Chain Management for Sustainability of Small and Medium Enterprises", Sustainability, 14(1), pp.50~ (2021)
63. Jonsdottir, B., "Barriers to Using ESG Data for Investment Decisions", Sustainability, 14(9), pp.5157~ (2022)
64. Karim, A. E., "A novel measure of corporate carbon emission disclosure, the effect of capital expenditures and corporate governance", JOURNAL OF ENVIRONMENTAL MANAGEMENT, 290, pp.112581~ (2021)
65. Kempeneer, S., "Bringing the user Back in the building : an analysis of ESG in real estate and a behavioral framework to guide future research", Sustainability, 13(6), pp.3239~ (2021)
66. Khalid, F., "Firm characteristics, governance mechanisms, and ESG disclosure: how caring about sustainable concerns?", ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 29(54), pp.82064~82077 (2022)
67. Kickbusch, I., "Banking for health: opportunities in cooperation between banking and health applying innovation from other sectors", BMJ global health, 3(Suppl 1), pp.e000598~ (2018)
68. Kim, B. J., "Research trends in vulnerability studies from 2000 to 2019 : Findings from a bibliometric analysis", INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION, 56, pp.102141~ (2021)
69. Kim, J., "Competitiveness of E Commerce Firms through ESG Logistics", Sustainability, 13(20), pp.11548~ (2021)
70. Knoke, D., "Social network analysis" (2019), SAGE publications
71. Koschützki, D., "Centrality analysis methods for biological networks and their application to gene regulatory networks", Gene regulation and systems biology, 2, pp.S702~ (2008), GRSB
72. Krech, R., "Banking for health: the role of financial sector actors in investing in global health", BMJ global health, 3(Suppl 1), pp.e000597~ (2018)
73. Kuo, T. -C., "Do corporate social responsibility practices improve financial performance? A case study of airline companies", Journal of Cleaner Production, 310, pp.127380~ (2021)
74. Lavin, J. F., "ESG Disclosure in an Emerging Market : An Empirical Analysis of the Influence of Board Characteristics and Ownership Structure", Sustainability, 13(19), pp.10498~ (2021)
75. Lavin, J. F., "Esg reporting : Empirical analysis of the influence of board heterogeneity from an emerging market", Sustainability, 13(6), pp.3090~ (2021)
76. Lee, J., "Voluntary disclosure of carbon emissions and sustainable existence of firms : with a focus on human resources of internal control system", Sustainability, 13(17), pp.9955~ (2021)
77. Lee, J. -H., "Firm-Value Effects of Carbon Emissions and Carbon Disclosures -Evidence from Korea", INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 18(22), pp.12166~ (2021)[DOI]
78. Li, J., "Environmental protection tax, corporate ESG performance, and green technological innovation", FRONTIERS IN ENVIRONMENTAL SCIENCE, 1512 (2022)
79. Li, T. -T., "ESG : Research progress and future prospects", Sustainability, 13(21), pp.11663~ (2021)
80. Liagkouras, K., "Incorporating environmental and social considerations into the portfolio optimization process", ANNALS OF OPERATIONS RESEARCH, pp.1~26 (2020)
81. López-Toro, A. A., "Influence of ESGC indicators on financial performance of listed pharmaceutical companies", INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 18(9), pp.4556~ (2021)[DOI]
82. Ma, H. Y., "Relationship between Corporate Sustainability Management and Sustainable Tax Strategies", Sustainability, 13(13), pp.7429~ (2021)
83. Marujo, E. C., "A procedure to estimate variances and covariances on GHG emissions and inventories", Carbon Management, 13(1), pp.310~320 (2022)
84. Mihaiu, D. M., "The Impact of Mergers and Acquisitions and Sustainability on Company Performance in the Pharmaceutical Sector", Sustainability, 13(12), pp.6525~ (2021)
85. Nowlan, A., "Pollution Accounting for Corporate Actions : Quantifying the Air Emissions and Impacts of Transportation System Choices Case Study : Food Freight and the Grocery Industry in Los Angeles", Sustainability, 13(18), pp.10194~ (2021)
86. Ok, Y., "Which corporate social responsibility performance affects the cost of equity? Evidence from Korea", Sustainability, 11(10), pp.2947~ (2019)
87. Ortas, E., "The impact of institutional and social context on corporate environmental, social and governance performance of companies committed to voluntary corporate social responsibility initiatives", Journal of Cleaner Production, 108, pp.673~684 (2015)
88. Ould Daoud Ellili, N., "Environmental, social, and governance disclosure, ownership structure and cost of capital : Evidence from the UAE", Sustainability, 12(18), pp.7706~ (2020)
89. Papoutsi, A., "Does disclosure in sustainability reports indicate actual sustainability performance", Journal of Cleaner Production, 260, pp.121049~ (2020)
90. Paradis, G., "ESG Outcasts : Study of the ESG Performance of Sin Stocks", Sustainability, 13(17), pp.9556~ (2021)
91. Park, J. H., "The effect of social ties between outside and inside directors on the association between corporate social responsibility and firm value", Sustainability, 10(11), pp.3840~ (2018)
92. Przychodzen, J., "ESG Issues among fund managers-Factors and motives", Sustainability, 8(10), pp.1078~ (2016)
93. Raimo, N., "Non-financial information and cost of equity capital: An empirical analysis in the food and beverage industry", BRITISH FOOD JOURNAL (2020)[DOI]
94. Rajesh, R., "Exploring the sustainability performances of firms using environmental, social, and governance scores", Journal of Cleaner Production, 247, pp.119600~ (2020)
95. Ramirez, A. G., "Relationship between the Cost of Capital and Environmental, Social, and Governance Scores : Evidence from Latin America", Sustainability, 14(9), pp.5012~ (2022)
96. Rodríguez-Fernández, M., "Influence of ESGC indicators on financial performance of listed travel and leisure companies", Sustainability, 11(19), pp.5529~ (2019)
97. Romano, M., "ESG(environmental, social and governance)performance and board gender diversity : the moderating role of CEO duality", Sustainability, 12(21), pp.9298~ (2020)
98. Sætra, H. S., "A Framework for Evaluating and Disclosing the ESG Related Impacts of AI with the SDGs", Sustainability, 13(15), pp.8503~ (2021)
99. Sampaio, R. B., "Co-authorship network analysis in health research : method and potential use", Health research policy and systems, 14(1), pp.1~10 (2016)
100. 신규식, "신재생에너지 동향 파악을 위한 토픽 모형 분석", 한국산학기술학회논문지, 16(9), pp.6411~6418 (2015), 한국산학기술학회[DOI]
101. Shin, S. -H., "Analyzing sustainability literature in maritime studies with text mining", Sustainability, 10(10), pp.3522~ (2018)
102. Sultana, S., "Environmental, social and governance(ESG)and investment decision in Bangladesh", Sustainability, 10(6), pp.1831~ (2018)
103. Sun, L., "Discovering themes and trends in transportation research using topic modeling", Transportation Research Part C : Emerging Technologies, 77, pp.49~66 (2017)
104. Svanberg, J., "Prediction of environmental controversies and development of a corporate environmental performance rating methodology", Journal of Cleaner Production, 344, pp.130979~ (2022)
105. Tamayo-Torres, I., "Boosting sustainability and financial performance : the role of supply chain controversies", INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 57(11), pp.3719~3734 (2019)
106. Utz, S., "Tri-criterion modeling for constructing more-sustainable mutual funds", European Journal of Operational Research, 246(1), pp.331~338 (2015)
107. Veenstra, E. M., "ESG indicators as organizational performance goals : Do rating agencies encourage a holistic approach", Sustainability, 12(24), pp.10228~ (2020)
108. Verplanken, B., "Motivated decision making : effects of activation and self-centrality of values on choices and behavior", Journal of personality and social psychology, 82(3), pp.434~ (2002)
109. Wagemans, F. A., "The effectiveness of socially responsible investment:a review", Journal of Integrative Environmental Sciences, 10(3-4), pp.235~252 (2013)
110. Wang, F., "Does the Environmental Regulation Intensity and ESG Performance Have a Substitution Effect on the Impact of Enterprise Green Innovation: Evidence from China", INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 19(14), pp.8558~ (2022)
111. Wang, Z., "Corporate social responsibility governance, outcomes, and financial performance", Journal of cleaner production, 162, pp.1607~1616 (2017)
112. Wasserman, S., "Social network analysis: Methods and applications" (1994)
113. Xiong, H., "Analyzing scientific research topics in manufacturing field using a topic model", Computers & Industrial Engineering, 135, pp.333~347 (2019)
114. Yi, Z., "Environmental, Social and Governance Investing Assessment Under Incomplete Information by the Power Aggregation Model on Probabilistic Linguistic Terms", IEEE Access, 9, pp.120442~120450 (2021)
115. Yoo, S., "Does sustainability activities performance matter during financial crises? Investigating the case of COVID-19", Energy Policy, 155, pp.112330~ (2021)
116. Yoon, B., "Does ESG performance enhance firm value? Evidence from Korea", Sustainability, 10(10), pp.3635~ (2018)
117. Yoon, B., "The Effect of ESG Performance on Tax Avoidance-Evidence from Korea", Sustainability, 13(12), pp.6729~ (2021)
118. Zaccone, M. C., "ESG factor integration into private equity", Sustainability, 12(14), pp.5725~ (2020)
119. Zhao, C., "ESG and corporate financial performance : Empirical evidence from China’s listed power generation companies", Sustainability, 10(8), pp.2607~ (2018)
120. Zhou, Y., "The Impact of COVID-19 Pandemic on Government Bond Yields", FRONTIERS IN ENVIRONMENTAL SCIENCE, 792 (2022)

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